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The cms package implements a set of tools to download and clean publically available Medicare data, published on https://www.cms.gov, for analysis in R. This vignette provides an overview of the key features of the package.
The get_mpfs
function returns national payment files for the Medicare Physician Fee Schedule (MPFS). All revisions for a specified year between 2014 and 2020, inclusive (specified as 2-digit integer, 14 through 20) are downloaded from the CMS website to a user-specified path.
# Example, code not run within vignette itself.
# Result is hardcoded and displayed for illustrative purposes.
library(cms)
# download and view first few rows of 2020 MPFS database
mpfs20 <- get_mpfs(20, storage_path = 'storage', keep_downloads = TRUE)
head(mpfs20, 3)
#> Year Carrier Number Locality HCPCS Code Modifier PCTC Indicator Status Code
#> 1 2020 01112 05 G0076 none 0 A
#> 2 2020 01112 06 G0076 none 0 A
#> 3 2020 01112 07 G0076 none 0 A
#> Multiple Surgery Indicator 50% Therapy Reduction Amount (non-institutional)
#> 1 0 0000000.00
#> 2 0 0000000.00
#> 3 0 0000000.00
#> 50% Therapy Reduction Amount (institutional) OPPS Indicator Facility Fee
#> 1 0000000.00 9 63.64
#> 2 0000000.00 9 63.64
#> 3 0000000.00 9 63.64
#> Non-Facility Fee OPPS Facility Fee OPPS Non-Facility Fee
#> 1 63.64 0 0
#> 2 63.64 0 0
#> 3 63.64 0 0
By default, get_mpfs
will store downloaded .zip
files so that subsequent calls to get_mpfs
with the same year and storage path will not require redownloading the raw data to import the database. get_mpfs
will instead delete downloaded files by passing the argument keep_downloads = FALSE
.
Optionally, users can specify a valid 7-digit locality code (5-digit carrier number + 2-digit locality, passed as a single string) to instruct get_mpfs
to return only the data corresponding to that locality:
# Example, code not run within vignette itself.
# Result is hardcoded and displayed for illustrative purposes.
mpfs20_ohio <- get_mpfs(20, storage_path = 'storage', locality = '1520200')
head(mpfs20_ohio, 3)
#> Year Carrier Number Locality HCPCS Code Modifier PCTC Indicator Status Code
#> 1 2020 15202 00 G0076 none 0 A
#> 2 2020 15202 00 G0077 none 0 A
#> 3 2020 15202 00 G0078 none 0 A
#> Multiple Surgery Indicator 50% Therapy Reduction Amount (non-institutional)
#> 1 0 0000000.00
#> 2 0 0000000.00
#> 3 0 0000000.00
#> 50% Therapy Reduction Amount (institutional) OPPS Indicator Facility Fee
#> 1 0000000.00 9 55.71
#> 2 0000000.00 9 79.54
#> 3 0000000.00 9 131.29
#> Non-Facility Fee OPPS Facility Fee OPPS Non-Facility Fee
#> 1 55.71 0 0
#> 2 79.54 0 0
#> 3 131.29 0 0
The locality_dict
dataset contains the locality definitions used by the MPFS, updated for 2020.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.